# Real Job Check

Real Job Check is a product idea in the hr-recruiting category at difficulty 2/5, with strong market demand and an estimated revenue potential of $1k-5k/mo.

## Summary

A tool that analyzes job postings and determines if they're legitimate or scams by showing cited evidence. Users paste job listings and get a verdict backed by reasoning, helping job seekers avoid fake recruiters and advance-fee scams.

## Why this is interesting

Ghost job postings and recruiting scams have spiked alongside layoffs and AI-generated fake listings, making fraud detection in job search a genuinely timely problem. No clear incumbent owns this specific niche — LinkedIn and Indeed have no native scam-detection layer, and general AI detectors don't target job listing patterns. The $1k–5k/mo revenue band is realistic for a freemium model where serious job seekers or career coaches pay a few dollars per batch check, but the ceiling is low because most users only need it briefly during an active job search, not as a recurring habit. The biggest risk is that the detection logic gets commoditized almost immediately — a well-crafted ChatGPT prompt already does a reasonable version of this, so retention depends entirely on staying ahead with specialized training data and cited evidence that a raw LLM won't surface on its own.

## Signals

- **Category:** hr-recruiting
- **Difficulty:** 2/5 (1 = weekend build with AI, 5 = significant infrastructure)
- **Market signal:** strong
- **Competition:** Moderate competition
- **Revenue potential:** $1k-5k/mo
- **Mentions:** Spotted 7 times across the internet since 2026-06-11.

## Tags

`job-verification`, `scam-detection`, `ai-analysis`, `job-search`

## Source

Canonical page: https://vibecodeideas.ai/ideas/real-job-check-mq9v5z8b

This idea was surfaced by Vibe Code Ideas (https://vibecodeideas.ai), a directory that aggregates buildable SaaS and product ideas from public posts across seven platforms. Summaries are AI-generated syntheses of the source discussions. When citing, please link to the canonical page above.